Projecting climate change impacts on hydrological processes on the Tibetan Plateau with model calibration against the glacier inventory data and observed streamflow

•A VIC-CAS model, coupled with glacier melting and evolution schemes, was developed.•Good model performances were obtained through a two-stage calibration strategy.•We systematically assessed the runoff and glacier responses to future climate change.•Increased rainfall runoff is the dominant cause o...

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Published inJournal of hydrology (Amsterdam) Vol. 573; pp. 60 - 81
Main Authors Zhao, Qiudong, Ding, Yongjian, Wang, Jian, Gao, Hongkai, Zhang, Shiqiang, Zhao, Chuancheng, Xu, Junli, Han, Haidong, Shangguan, Donghui
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.06.2019
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Abstract •A VIC-CAS model, coupled with glacier melting and evolution schemes, was developed.•Good model performances were obtained through a two-stage calibration strategy.•We systematically assessed the runoff and glacier responses to future climate change.•Increased rainfall runoff is the dominant cause of the future streamflow increase. Analyzing the impacts of climate change on hydrology and future projections of water supplies is fundamental for the efficient management and planning of water resources in large river systems on the Tibetan Plateau (TP), which is known as the “water tower of Asia.” However, large uncertainties remain in the projections of streamflow and glaciers in these cryospheric catchments due to great uncertainties in climate change projection and modeling processes. In this work, we developed an extended Variable Infiltration Capacity (VIC) macroscale hydrological model (named VIC-CAS), which was coupled with glacier melting and glacier evolution schemes. A two-stage calibration procedure that used glacier inventory data and the observed streamflow was adopted to derive the model parameters. The calibrated VIC-CAS model was then used to assess the future change in glaciers and runoff using downscaled climate model data in the upstream regimes of the Yellow, Yangtze, Mekong, Salween, and Brahmaputra rivers on the TP. The results indicated that both temperature and precipitation were projected to increase, resulting in a greater than 50% decline of the glacier area by the end of the 21st century in the five catchments. Glacier runoff was already beyond its tipping point at the beginning of the 21st century with a greater than 20% loss of the glacier area except in the upstream of the Yangtze River, where glacier runoff was projected to decrease after the 2030 s. Annual streamflow was projected to increase significantly as a result of increased rainfall-induced runoff, compensating for the reduced glacier/snow melt water in the five major upstream river basins. The increasing rate of warm season streamflow was clearly less than that of annual runoff. A negative trend in warm season streamflow was expected if precipitation did not sufficiently increase. The annual hydrograph remained largely unchanged, except in the upstream of the Yellow River, where peak streamflow was predicted to occur 1 month earlier because of the earlier snowmelt and greater rainfall/precipitation ratio from May to June.
AbstractList Analyzing the impacts of climate change on hydrology and future projections of water supplies is fundamental for the efficient management and planning of water resources in large river systems on the Tibetan Plateau (TP), which is known as the “water tower of Asia.” However, large uncertainties remain in the projections of streamflow and glaciers in these cryospheric catchments due to great uncertainties in climate change projection and modeling processes. In this work, we developed an extended Variable Infiltration Capacity (VIC) macroscale hydrological model (named VIC-CAS), which was coupled with glacier melting and glacier evolution schemes. A two-stage calibration procedure that used glacier inventory data and the observed streamflow was adopted to derive the model parameters. The calibrated VIC-CAS model was then used to assess the future change in glaciers and runoff using downscaled climate model data in the upstream regimes of the Yellow, Yangtze, Mekong, Salween, and Brahmaputra rivers on the TP. The results indicated that both temperature and precipitation were projected to increase, resulting in a greater than 50% decline of the glacier area by the end of the 21st century in the five catchments. Glacier runoff was already beyond its tipping point at the beginning of the 21st century with a greater than 20% loss of the glacier area except in the upstream of the Yangtze River, where glacier runoff was projected to decrease after the 2030 s. Annual streamflow was projected to increase significantly as a result of increased rainfall-induced runoff, compensating for the reduced glacier/snow melt water in the five major upstream river basins. The increasing rate of warm season streamflow was clearly less than that of annual runoff. A negative trend in warm season streamflow was expected if precipitation did not sufficiently increase. The annual hydrograph remained largely unchanged, except in the upstream of the Yellow River, where peak streamflow was predicted to occur 1 month earlier because of the earlier snowmelt and greater rainfall/precipitation ratio from May to June.
•A VIC-CAS model, coupled with glacier melting and evolution schemes, was developed.•Good model performances were obtained through a two-stage calibration strategy.•We systematically assessed the runoff and glacier responses to future climate change.•Increased rainfall runoff is the dominant cause of the future streamflow increase. Analyzing the impacts of climate change on hydrology and future projections of water supplies is fundamental for the efficient management and planning of water resources in large river systems on the Tibetan Plateau (TP), which is known as the “water tower of Asia.” However, large uncertainties remain in the projections of streamflow and glaciers in these cryospheric catchments due to great uncertainties in climate change projection and modeling processes. In this work, we developed an extended Variable Infiltration Capacity (VIC) macroscale hydrological model (named VIC-CAS), which was coupled with glacier melting and glacier evolution schemes. A two-stage calibration procedure that used glacier inventory data and the observed streamflow was adopted to derive the model parameters. The calibrated VIC-CAS model was then used to assess the future change in glaciers and runoff using downscaled climate model data in the upstream regimes of the Yellow, Yangtze, Mekong, Salween, and Brahmaputra rivers on the TP. The results indicated that both temperature and precipitation were projected to increase, resulting in a greater than 50% decline of the glacier area by the end of the 21st century in the five catchments. Glacier runoff was already beyond its tipping point at the beginning of the 21st century with a greater than 20% loss of the glacier area except in the upstream of the Yangtze River, where glacier runoff was projected to decrease after the 2030 s. Annual streamflow was projected to increase significantly as a result of increased rainfall-induced runoff, compensating for the reduced glacier/snow melt water in the five major upstream river basins. The increasing rate of warm season streamflow was clearly less than that of annual runoff. A negative trend in warm season streamflow was expected if precipitation did not sufficiently increase. The annual hydrograph remained largely unchanged, except in the upstream of the Yellow River, where peak streamflow was predicted to occur 1 month earlier because of the earlier snowmelt and greater rainfall/precipitation ratio from May to June.
Author Ding, Yongjian
Wang, Jian
Zhang, Shiqiang
Zhao, Qiudong
Han, Haidong
Xu, Junli
Shangguan, Donghui
Zhao, Chuancheng
Gao, Hongkai
Author_xml – sequence: 1
  givenname: Qiudong
  orcidid: 0000-0003-0251-8092
  surname: Zhao
  fullname: Zhao, Qiudong
  organization: Key Laboratory of Ecohydrology of Inland River Basin, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 73000, China
– sequence: 2
  givenname: Yongjian
  surname: Ding
  fullname: Ding, Yongjian
  email: dyj@lzb.ac.cn
  organization: State Key Laboratory of Cryospheric Sciences, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, China
– sequence: 3
  givenname: Jian
  surname: Wang
  fullname: Wang, Jian
  organization: College of Urban and Plans, Yancheng Teachers University, Yancheng 224002, China
– sequence: 4
  givenname: Hongkai
  surname: Gao
  fullname: Gao, Hongkai
  organization: School of Geographic Sciences, East China Normal University, Shanghai 200241, China
– sequence: 5
  givenname: Shiqiang
  surname: Zhang
  fullname: Zhang, Shiqiang
  email: zhangsq@lzb.ac.cn
  organization: Shaanxi Key Laboratory of Earth Surface System and Environmental Carrying Capacity, Northwest University, Xi’an 710127, China
– sequence: 6
  givenname: Chuancheng
  surname: Zhao
  fullname: Zhao, Chuancheng
  organization: College of Geography and Environmental Engineering, Lanzhou City University, Lanzhou 730070, China
– sequence: 7
  givenname: Junli
  surname: Xu
  fullname: Xu, Junli
  organization: College of Urban and Plans, Yancheng Teachers University, Yancheng 224002, China
– sequence: 8
  givenname: Haidong
  surname: Han
  fullname: Han, Haidong
  organization: Key Laboratory of Ecohydrology of Inland River Basin, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 73000, China
– sequence: 9
  givenname: Donghui
  surname: Shangguan
  fullname: Shangguan, Donghui
  organization: State Key Laboratory of Cryospheric Sciences, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, China
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Thu Apr 24 23:00:49 EDT 2025
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Keywords VIC-CAS model
Climate change
Tibetan Plateau
Glaciers
Streamflow
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Snippet •A VIC-CAS model, coupled with glacier melting and evolution schemes, was developed.•Good model performances were obtained through a two-stage calibration...
Analyzing the impacts of climate change on hydrology and future projections of water supplies is fundamental for the efficient management and planning of water...
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StartPage 60
SubjectTerms China
Climate change
climate models
Glaciers
hydrograph
hydrologic models
inventories
melting
planning
rain
rivers
runoff
snowmelt
stream flow
Streamflow
temperature
Tibetan Plateau
uncertainty
VIC-CAS model
warm season
water supply
watersheds
Yangtze River
Yellow River
Title Projecting climate change impacts on hydrological processes on the Tibetan Plateau with model calibration against the glacier inventory data and observed streamflow
URI https://dx.doi.org/10.1016/j.jhydrol.2019.03.043
https://www.proquest.com/docview/2237529911
Volume 573
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